{"id":"W3018026975","doi":"10.1097/cej.0000000000000572","title":"Gallbladder disease, cholecystectomy, and pancreatic cancer risk in the International Pancreatic Cancer Case-Control Consortium (PanC4)","year":2020,"lang":"en","type":"article","venue":"European Journal of Cancer Prevention","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"World Health Organization","keywords":"Odds ratio; Cholecystectomy; Medicine; Confidence interval; Gallbladder disease; Internal medicine; Gastroenterology; Gallbladder cancer; Gallbladder; Pancreatic cancer; Pancreatic disease; Cancer; Pancreas","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005340766,0.0006398299,0.0006278394,0.002090422,0.0007304877,0.001391161,0.001117759,0.0007898163,0.001206015],"category_scores_gemma":[0.01363868,0.0006485145,0.001823841,0.004166198,0.0004689763,0.000439176,0.001226963,0.0006539093,0.0001159759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007611024,"about_ca_system_score_gemma":0.0008292446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01938882,"about_ca_topic_score_gemma":0.01727748,"domain_scores_codex":[0.9959561,0.00187876,0.0004307635,0.0008990554,0.0005382793,0.000296938],"domain_scores_gemma":[0.9934762,0.001479313,0.003016321,0.001048382,0.0006278324,0.0003519297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005850728,0.00002223226,0.9956049,0.00007546164,0.001508444,0.0001368083,0.00004345971,0.0001592687,0.0001344509,0.00006379178,0.0004907759,0.001175456],"study_design_scores_gemma":[0.0001852148,0.000138888,0.9944231,0.00007721741,0.002424556,0.0006982621,0.0001082902,0.0005455152,0.0001664322,0.0001108581,0.001105998,0.00001576644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891492,0.004151354,0.001217322,0.000193431,0.00004955482,0.0001018567,0.004010186,0.00002152883,0.001105629],"genre_scores_gemma":[0.9934385,0.0008209095,0.00105464,0.00008902916,0.00004547047,0.0001928968,0.004125419,0.00001352536,0.0002195886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01938882,"threshold_uncertainty_score":0.03855193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366503495601878,"score_gpt":0.2877592559504902,"score_spread":0.2640942209944714,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}